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Prediction based on conditional distributions of vine copulas. Computational Statistics & Data Analysis, 139, pp.45–63.

, 2019. Robust elastic net estimators for variable selection and identification of proteomic biomarkers. Annals of Applied Statistics, 13(4), pp.2065-2090. Available at: http://dx.doi.org/10.1214/19-AOAS1269.

, 2019. Scalable Metropolis-Hastings for Exact Bayesian Inference with Large Datasets. In International Conference on Machine Learning (ICML). International Conference on Machine Learning (ICML). pp. 1351–1360.

, 2019. On the selection of loss severity distributions to model operational risk. Journal of Operational Risk, 14, pp.73-94.

, 2019. Semiparametric inference for the dominance index under the density ratio model. Biometrika, 106, pp.229–241.

, 2019. Sequential decision model for inference and prediction on non-uniform hypergraphs with application to knot matching from computational forestry. Annals of Applied Statistics, 13, pp.1678-1707 .

, 2019. Sequential decision model for inference and prediction on non-uniform hypergraphs with application to knot matching from computational forestry. Annals of Applied Statistics, 13, pp.1678–1707.

, 2019. Small area quantile estimation. International Statistical Review, 87, pp.S219–S238.

, 2019. Small area quantile estimation via spline regression and empirical likelihood. Survey Methodology 45-1, 45, pp.81–99.

, 2019. Tail densities of skew-elliptical distributions. Journal of Multivariate Analysis, 171, pp.421-435.

, 2019. Untangling serially dependent underreported count data for gender-based violence. Statistics in Medicine, 38, pp.4404-4422.

, 2019. Vine Copula Structure Learning via Monte Carlo Tree Search. In International Conference on Artificial Intelligence and Statistics. International Conference on Artificial Intelligence and Statistics.

, 2019. Vine copula structure learning via Monte Carlo tree search. In 22ND International Conference on Artificial Intelligence and Statistics, Vol 89. 22ND International Conference on Artificial Intelligence and Statistics, Vol 89. pp. 353-361.

, 2019. Bayesian coreset construction via greedy iterative geodesic ascent. In International Conference on Machine Learning. International Conference on Machine Learning.

, 2018. Bayesian inference for unidirectional misclassification of a binary response trait. Statistics in medicine, 37, pp.933–947.

, 2018. Bayesian Optimization Using Monotonicity Information and Its Application in Machine Learning Hyperparameter Tuning. In Proceedings of AutoML 2018 @ ICML/IJCAI-ECAI. Proceedings of AutoML 2018 @ ICML/IJCAI-ECAI. Available at: https://sites.google.com/site/automl2018icml/accepted-papers/59.pdf.

, 2018. Bayesian subset selection procedures with an application to lumber strength properties. Sankhya Ser A, p.Accepted Aug 08, 2018.

, 2018. The Bouncy Particle Sampler: A non-reversible rejection-free Markov chain Monte Carlo method. Journal of the American Statistical Association, 113, pp.855–867.

, 2018. Comparison of statistical approaches dealing with time-dependent confounding in drug effectiveness studies. Statistical methods in medical research, 27, pp.1709–1722.

, 2018. Comparison of statistical approaches dealing with time-dependent confounding in drug effectiveness studies. Statistical Methods in Medical Research, 27 , pp.1709-1722. Available at: http://journals.sagepub.com/doi/abs/10.1177/0962280216668554.

, 2018. Conditional equivalence testing: An alternative remedy for publication bias. PloS one, 13, p.e0195145.

, 2018. Conditional extremes in asymmetric financial markets. Journal of Business & Economic Statistics.

, 2018. Data Integration Model for Air Quality: A HierarchicalApproach to the Global Estimation of Exposures to Ambient Air Pollution. Applied Statistics, 67, pp.231-253.

, 2018. Dependence properties of conditional distributions of some copula models. Methodology and Computing in Applied Probability, 20, pp.975-1001.

, 2018. Design of Monitoring Networks using k-Determinantal Point Processes. Environmetrics, 29, p.Accepted Oct 14, 2017.

, 2018.